epireve

AI Product Manager combining software dev, product strategy, data science, and cybersecurity. At Carbon GPT, I align tech and vision to deliver secure, scalable AI solutions. Exploring agentic systems, Anthropic’s MCP, and continuously refining human-centric products.

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Olla, I'm Firdaus! 👋

10x AI Product Manager @ Carbon GPT | Expert Generalist | Based in Kuala Lumpur

I operate at the convergence of AI, software engineering, product design, and strategic management—turning visionary concepts into tangible solutions. With a passion for building impactful products, I thrive in dynamic environments where coding, prototyping, user research, and strategic roadmapping align to create meaningful, user-centric experiences.

What I Do
  • AI-Powered Platform Enhancements: Elevating an enterprise carbon accounting SaaS with intelligent features, leveraging AI-driven insights to refine user experiences and foster sustainable decision-making.
  • Autonomous Agent Frameworks: Experimenting with agentic approaches for coding, product ideation, prototyping, and testing—systems that adaptively assist developers and product teams alike.
  • Model Context Protocol (MCP) Exploration: Investigating protocols for local, secure, and controlled tool and data access, aiming to integrate advanced AI capabilities without compromising data integrity or user privacy.
Core Philosophy

I believe in creating products that bridge the gap between complex technologies and real-world needs. Balancing design elegance, technical robustness, and business goals, I love my job because it allows me to constantly learn, experiment, and push boundaries to deliver meaningful solutions.

Tech & Tools (Conceptual)
  • AI & ML Integration: Employing next-gen AI stacks, model pipelines, and domain-specific optimizations to enhance product capabilities.
  • Full-Stack Development: Crafting end-to-end solutions, from backend logic and APIs to front-end interfaces and responsive UIs.
  • Data & Security Focus: Ensuring data-driven features are reliable, secure, and privacy-compliant, prioritizing quality and trustworthiness.
  • Product Management & Design Methodologies: Applying agile processes, user research techniques, and strategic planning frameworks to guide teams from initial idea to launch-ready product.
  • Autonomous Workflows & Developer Tools: Using agentic systems, code assistants, and versatile frameworks to streamline development cycles and improve efficiency.
Recent Highlights
  • Enterprise Platform Modernization: Scaled a carbon accounting platform from MVP to a production-grade, AI-driven solution, improving resilience, user satisfaction, and overall performance.
  • Cross-Functional Leadership: Led teams spanning engineering, data, and UX to ship features that align with long-term product visions and strategic objectives.
  • Continuous Learning & Adaptation: Actively explored emerging protocols like Anthropic’s MCP, staying ahead of trends to deliver forward-looking capabilities.
💡 Tech & Tools

Languages & Frameworks:
Python
JavaScript
Next.js
React.js
Flask
FastAPI

AI & Data:
TensorFlow
LangChain
CrewAI
Anthropic MCP

Cloud & DevOps:
AWS
GCP
GitHub

Let’s Connect

If you share an interest in building human-centric tech, exploring advanced AI integrations, or discussing best practices in product development, feel free to reach out. Let’s push the boundaries of what’s possible—together.